Must have three 3 years of experience with developing forecasting models and reports using machine learningstatistical approach with sales data, demand planning data or financial data; conducting quantitative analysis in assortment optimization and trending analysis, in corporateproduction environment and in creating the analysis toolreport to be utilized by nonetechnical teams; conducting qualitative analysis from consumer related data; developing anomaly detection models and rootcause analysis, identifying warehousemanufacturing shipment errors, sales trends abnormal behavior, or financial report errorsoutliers, using high dimensional big data; building endtoend advanced predictive analytics in production environment for demand forecasting, supply chain optimization and financial planning; building robotic process automation tool to manipulate different structured and unstructured data sources, extract insights and generate automated reporting in cloud Azure production environment using SAS, Teradata, Python, SSIS, VBA and MS SQL; feature engineering, hyper parameter tuning, simulation, model design and selection, or data augmentation for predictive model optimization; inferential and descriptive statistics, regression, multivariate analysis, hypothesis testing and building prototype models in an experimentation setting; writing code in ASP.NET and C# for backend web application development, and HTML for frontend web application development; writing code in Python, SAS, SQL, and VBA for processing and analyzing large complex data from multiple sources, and shipping code into production; creating data visualization dashboard for business intelligence using MS Power BI, Tableau or Python FlaskDash and published for production usage; SQL, NoSQL, ETL processing, and meta data management in batch mode and streaming mode with Microsoft SQL Server, Teradata, MS Access, and SAS, and big data distributed toolssystem; and cloud computing platform, including Microsoft Azure Azure Web App, Azure DevOps, Azure HDInsight, Azure Cognitive Services, Azure SQL Database, and Azure ML to develop and deploy endtoend advanced analytics and robotic process automation solutions. Must have two 2 years of experience building endtoend Computer Vision 2D 3D domains and Predictive Maintenance solutions, Natural Language Processing models, and Graph Network Analysis, with various deep learning frameworks, and deploy in IoT edge devices and cloud Azure production environment.br This position requires 20 domestic travel within US to other PepsiCo, Inc. offices
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